Signals lens

Code Analysis signals

Name: Code Analysis signals
Creator: PeerPush
License: https://peerpush.com/terms

How AI assistants, crawlers, and humans are discovering products built for the Code Analysis use case on PeerPush. Updated daily.

Browse all Code Analysis products

Search demand

How often on-site searches surfaced Code Analysis products in the top results.

5+ people's searches surfaced Code Analysis products this week

New-entrant attention

How much discovery attention fresh launches are winning in Code Analysis. Last 7 days.

20.7% of Code Analysis discovery attention goes to newcomers

Fresh launches make up 7.1% of the products winning discovery attention in the last 7 days.

Switcher pressure

How much alternative-shopping demand is flowing toward what Code Analysis products challenge. Last 7 days.

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

Who this serves

The audience mix across Code Analysis products - which audiences this space serves most.

Pricing mix

How Code Analysis products are priced. Helps buyers know what to expect.

Free48.1%
Freemium18.5%
One-time14.8%
Subscription11.1%
Paid7.4%

Platform availability

Where Code Analysis products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across Code Analysis products. Last 7 days.

59 / 100

consolidating

FragmentedConsolidated

Code Analysis is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 585.1 / 10,000

Device mix

How Code Analysis gets discovered: desktop vs mobile. Last 7 days.

Desktop89.9%
Laptops and desktops
Mobile10.1%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Code Analysis products this week.

Developer Tools
91.9% of 7-day AI traffic+7%

Rising audiences

Top 1

The audiences gaining AI attention among Code Analysis products this week.

Developers
69.1% of 7-day AI traffic+31%

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

Explore the catalog by lens

Jump into the catalog by what products do, who they serve, and where they run.

Use cases

Browse the products behind the use cases AI is asked about most.

Browse all use cases

Audiences

Browse the products built for the audiences AI surfaces most.

Browse all audiences

Platforms

Browse products by where they run: web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in Code Analysis on PeerPush, including rising challengers and which AI engines are most active in this space.

Momentum is measured by week-over-week growth in detail views, clicks, AI agent results, and new product launches for products in Code Analysis; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

The Code Analysis signals refresh on a rolling schedule, with short windows recomputed every few minutes and longer windows on slower cycles.

Yes. The Code Analysis signals are free to view on the public tier, with deeper history and detail available on Pro.

How we count AI traffic

What “AI Surface Area” combines, how we treat redaction, and why we don't show absolute counts until volume crosses a floor.